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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Gumroad MCP Server

Enables AI assistants to access Gumroad sales data, subscription information, and product details through the Gumroad API for managing your digital products business.

Kali Tools MCP Server

Provides comprehensive access to documentation for 600+ Kali Linux penetration testing and security tools through Claude Desktop, enabling users to search, explore, and get detailed information about security tools by category or functionality.

ghidraMCP

An Model Context Protocol server that enables LLMs to autonomously reverse engineer applications by exposing Ghidra's decompilation and analysis tools. It allows AI agents to list code structures, rename methods, and analyze binaries directly through MCP-compatible clients.

image-viewer

Enables AI assistants to view local images directly by processing file paths, bypassing the need for manual drag-and-drop actions in chats like VS Code Copilot.

1 tool

hivemind

A multi-model consensus platform that simultaneously queries top-tier AI models like GPT, Claude, and Gemini to provide synthesized, high-confidence responses.

5 tools

Alai

Create high quality presentations using AI

Apigene-MCP-Gateway

MCP Gateway that connects AI agents to 100s of APIs and MCP servers. Works with ChatGPT, Claude, Cursor. No-code agent builder with 10x faster tool calling. https://apigene.ai

cloud-regions

A comprehensive MCP server providing detailed data on 267+ cloud regions across 14 providers, enabling queries based on location, compliance certifications, GPU availability, and sustainability.

14 tools

Auto Stitch MCP

An automated MCP server for Google Stitch that enables AI-driven UI design generation, screen management, and design system extraction. It provides 19 professional tools for creating consistent web interfaces, conducting accessibility audits, and exporting design tokens.

ICON MCP v101 MCP Server

An MCP server that provides access to the ICON MCP v101 API, supporting both Bearer token authentication and pay-per-use blockchain payments via the HTTP 402 protocol.

1 tool

ICON mcp v105

A Model Context Protocol server that provides access to the ICON mcp v105 API, enabling AI agents to interact with ICON endpoints through standardized tools and asynchronous operations.

1 tool

cite-finance

A financial data API server that provides verified SEC EDGAR and FRED data with machine-readable citations and consistency scores to ensure zero-hallucination data retrieval for AI agents.

AIO-Osint

Kali MCP Pentest Server

Enables users to perform security testing and penetration testing tasks through a Docker-based API that provides access to popular security tools like nmap, nikto, sqlmap, wpscan, dirb, and searchsploit. Designed for educational purposes with input sanitization and non-root execution for safer pentesting workflows.

ICON MCP v104 MCP Server

An MCP server that provides access to the ICON MCP v104 API, enabling AI agents to interact with its endpoints using standardized tools and async processing.

1 tool

OpenClaw MCP Server

Enables delegation of immediate conversational messages and long-running background tasks to OpenClaw agents. It allows users to spawn research or monitoring tasks, check execution status, and manage active agent sessions within MCP-compatible clients.

Papernote MCP Server

A robust MCP server that integrates Claude.ai with the Papernote cloud system, providing comprehensive tools for note management, full-text manipulation, and research paper retrieval.

14 tools

SVG Canvas MCP

A professional-grade SVG graphics editor for Claude Code, featuring layer management, 2D/3D charts, AI design assistance, and image-to-vector tracing capabilities.

105 tools

Remembra — AI Memory Layer

Persistent AI memory with hybrid search, entity resolution, and temporal decay.

MCP Spark Documentation Server

An MCP server that provides powerful full-text search and retrieval capabilities for Apache Spark documentation, featuring SQLite FTS5 BM25 ranking and section-based filtering.

2 tools

DBA MCP Server

A multi-vendor database management MCP server that enables LLMs to query, migrate, and synchronize schemas across PostgreSQL, MySQL, Oracle, SQL Server, and SQLite while maintaining persistent documentation context.

10 tools

CloudClaw

AI agent hosting platform: 37+ connectors, 181 tools, BYOK vault, marketplace.

replicant-mcp

A comprehensive MCP server for Android development that enables AI assistants to build, test, and debug applications via Gradle, ADB, and advanced UI automation including accessibility tree analysis and OCR fallback.

12 tools

mcp-memory

A RAG-based persistent memory server built on Cloudflare Workers that enables AI agents to store and retrieve user preferences and context across conversations using vector search.

Agent Browser MCP Server

A browser automation MCP server hosted on Vercel that allows AI agents to perform web interactions like clicking, typing, and screenshots with support for Basic authentication and persistent sessions.

10 tools

Outlook OAuth MCP Server

A professional-grade MCP server for Microsoft Outlook that uses stateless OAuth2 to manage emails and calendars with agent-optimized tools and native Graph API quirk handling.

21 tools

alpha-mcp

An AI-powered crypto trading server that provides technical analysis, sentiment tracking, and execution tools for decentralized and centralized markets.

7 tools

BlenderMCP

A specialized MCP server for Windows that allows Claude Desktop to control Blender 5.0.1, enabling 3D object creation, Python scripting, and scene rendering through natural language.

8 tools

BlenderMCP

BlenderMCP provides a comprehensive Model Context Protocol bridge that allows AI models to perform 3D modeling, scene inspection, material management, and high-quality rendering directly within Blender.

64 tools

Megaraptor MCP

A comprehensive MCP server connecting AI assistants to Velociraptor for digital forensics, incident response, and automated endpoint management. It provides tools for VQL query execution, artifact collection, and automated server/agent deployment across diverse infrastructures.

35 tools